Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "164" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 88 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 84 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.225913 | -0.768982 | -0.126639 | -1.128845 | 2.525902 | 9.416521 | -0.088601 | -0.511398 | 0.8009 | 0.8041 | 0.2450 | 8.276358 | 9.119949 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.84% | 0.54% | -0.560536 | -0.942969 | -0.792797 | -0.485949 | 0.548915 | 0.575270 | -0.333147 | -1.013071 | 0.7423 | 0.7449 | 0.2475 | 2.142240 | 2.324068 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.356246 | -0.591882 | -0.467584 | -0.576507 | 0.084181 | 1.726890 | 2.122273 | 0.004323 | 0.0373 | 0.0518 | 0.0191 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 0.089727 | -1.008391 | -0.816578 | -1.083887 | 1.364867 | 1.359945 | 2.108102 | 0.431101 | 0.6830 | 0.6971 | 0.3633 | 1.715610 | 1.698127 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 0.625900 | -1.029945 | -0.539307 | -1.146512 | 3.464798 | 0.708962 | 1.079706 | 0.958802 | 0.6838 | 0.6955 | 0.3558 | 1.875358 | 1.801717 |
| 2459589 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.302942 | -1.076209 | -0.188326 | -1.213096 | -0.460986 | 12.379437 | -0.476270 | -0.344826 | 0.7287 | 0.7252 | 0.2761 | 5.984886 | 5.896949 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.308494 | -1.131414 | -1.126173 | -0.946905 | -0.524457 | 0.562205 | -0.077224 | -0.833687 | 0.7828 | 0.7663 | 0.2243 | 3.132514 | 2.531635 |
| 2459587 | digital_ok | 0.00% | - | - | - | 2.80% | 0.00% | 0.329603 | -1.213333 | -0.740183 | -0.779095 | -0.492902 | 0.276831 | 0.855053 | -0.187797 | nan | nan | nan | 0.989463 | 1.018201 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.03% | 0.00% | 0.479537 | 0.151344 | 0.164440 | 1.515630 | 1.041666 | 1.990630 | 1.568893 | 2.886377 | 0.6748 | 0.6883 | 0.3486 | 1.865508 | 1.792264 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.384835 | 3.462876 | 0.970985 | 3.434136 | 1.294772 | 3.645420 | 6.712244 | 2.415692 | 0.0469 | 0.0523 | 0.0165 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.60% | 0.036194 | -1.376373 | -0.345772 | 2.923575 | -1.217555 | 0.596936 | 0.106017 | 0.233060 | 0.6258 | 0.6354 | 0.3581 | 1.146993 | 1.129539 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 0.00% | -0.203111 | -0.650830 | -0.678393 | 1.572572 | -0.686151 | 2.035976 | 1.047882 | 2.120390 | 0.6869 | 0.6964 | 0.3721 | 1.887330 | 1.943984 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | 0.034658 | -0.555845 | -0.714386 | 1.483821 | -0.812892 | 2.162982 | 1.385442 | 2.041006 | 0.6878 | 0.6977 | 0.3767 | 1.830097 | 1.808135 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | -0.207830 | -0.962885 | -0.538771 | 1.062547 | -0.003229 | 1.539115 | 0.773224 | 0.403180 | 0.6927 | 0.7031 | 0.3744 | 1.781790 | 1.741989 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -0.350885 | -0.681002 | -0.882453 | 1.275768 | -1.063677 | 2.245684 | 0.200408 | 0.199200 | 0.6893 | 0.6988 | 0.3740 | 1.913802 | 1.815986 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.251542 | -0.544102 | -0.703925 | 2.097248 | -0.929890 | 1.913716 | 1.484170 | 1.045382 | 0.6810 | 0.6908 | 0.3804 | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.319562 | -0.211725 | -0.813949 | -0.644206 | -0.556163 | 1.057190 | 1.123869 | -0.748623 | 0.0363 | 0.0872 | 0.0141 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 10.27% | 10.81% | -0.222410 | -0.604531 | -0.585404 | 1.156718 | 1.742405 | 1.976726 | -0.061619 | -0.007700 | 0.6867 | 0.6965 | 0.3778 | 1.834835 | 1.742567 |
| 2459576 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.646354 | -0.088808 | -0.737757 | 1.617646 | 0.780195 | 4.465472 | -0.154622 | 1.871414 | 0.7129 | 0.7232 | 0.3738 | 7.483657 | 7.196620 |
| 2459575 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.702722 | -0.133341 | -0.878026 | 1.311587 | -0.276215 | 12.325258 | -0.840321 | 0.028307 | 0.7101 | 0.7192 | 0.3685 | 4.674080 | 4.653242 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 1.08% | -0.683347 | -0.390444 | -0.657183 | 2.070170 | -0.275989 | 1.326237 | 0.609885 | 0.450635 | 0.7041 | 0.7151 | 0.3785 | 1.764501 | 1.657152 |
| 2459572 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.026162 | -0.214396 | -0.777135 | 1.504179 | 1.587685 | 12.936349 | 0.250454 | 2.784971 | 0.7096 | 0.7210 | 0.3748 | 6.156251 | 5.912837 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.011843 | -0.189545 | -0.724238 | -0.699334 | 0.358266 | 5.054825 | -0.151233 | -0.402434 | 0.0376 | 0.0849 | 0.0207 | nan | nan |
| 2459570 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 1.62% | 0.100162 | 1.093859 | 0.231090 | 1.097775 | 0.601351 | 1.859588 | 0.269204 | 0.906997 | 0.7004 | 0.7279 | 0.3580 | 1.558497 | 1.724899 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -1.176073 | -0.648918 | -0.856495 | 1.341143 | -0.876843 | 3.526570 | -0.832838 | 1.618877 | 0.7888 | 0.7940 | 0.2209 | 2.124944 | 2.060279 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -0.847649 | -0.306457 | -0.764182 | 1.547341 | -0.619553 | 1.473792 | -0.181532 | -0.412308 | 0.7005 | 0.7148 | 0.3916 | 1.634767 | 1.659987 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.042832 | 0.042832 | 0.026138 | 0.026138 | -0.845420 | -0.845420 | -0.928844 | -0.928844 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | -0.125884 | -0.513730 | -0.561825 | -0.126649 | -0.025850 | 2.399636 | 0.206404 | 0.508350 | 0.7177 | 0.7199 | 0.3886 | 1.840851 | 1.728887 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.492344 | -1.199854 | -0.788065 | -0.468307 | -0.947086 | 1.037697 | 1.231832 | 1.757402 | 0.7118 | 0.7190 | 0.3799 | 1.883995 | 1.820645 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.154713 | 0.071009 | -0.156539 | 0.952365 | 0.394696 | 1.255923 | 0.602020 | 0.610098 | 0.7162 | 0.7247 | 0.3741 | 1.920751 | 1.748678 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | -0.184386 | 0.154991 | -0.223921 | 0.942068 | 0.607517 | 1.286321 | 0.967646 | 1.357386 | 0.7140 | 0.7243 | 0.3741 | 1.851825 | 1.759647 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | 0.002274 | -0.142860 | -0.030035 | 0.884161 | 0.643824 | 1.468986 | 0.683900 | 0.646634 | 0.7062 | 0.7163 | 0.3885 | 1.778355 | 1.687030 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.268041 | 0.033289 | -0.193413 | 0.778849 | 0.342626 | 1.345664 | 0.561911 | 0.466583 | 0.7111 | 0.7185 | 0.3768 | 1.806191 | 1.687437 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 13.98% | 0.00% | -0.762412 | -0.476589 | -0.818205 | 1.914059 | -0.092280 | 1.709715 | -0.347165 | -0.000365 | 0.7150 | 0.7191 | 0.3862 | 1.710962 | 1.539942 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0352 | 0.0639 | 0.0173 | nan | nan |
| 2459556 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.287015 | 0.222773 | -0.784779 | 3.342572 | 1.806216 | 23.056599 | 4.246561 | 84.493746 | 0.7086 | 0.7126 | 0.3844 | 4.609377 | 4.117915 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7183 | 0.7246 | 0.3898 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7166 | 0.7237 | 0.3911 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.212229 | -0.412205 | -0.557212 | 1.313873 | -1.121353 | 0.572189 | -0.749139 | -0.572418 | 0.7209 | 0.7261 | 0.3918 | 1.295079 | 1.353430 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.154606 | -0.043048 | -0.275383 | 0.931909 | 0.536505 | 1.794978 | 0.174333 | 0.387537 | 0.7158 | 0.7250 | 0.3877 | 1.938924 | 1.695306 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0428 | 0.0566 | 0.0092 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.11% | 0.00% | -0.456036 | -0.637990 | -0.909932 | 1.533788 | -0.528284 | 2.106374 | 0.198305 | 1.163739 | 0.7121 | 0.7190 | 0.3958 | 1.878678 | 1.661770 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | -0.470298 | -1.031664 | 0.124119 | 0.359484 | -0.739307 | 1.490589 | 0.587571 | -0.336007 | 0.7670 | 0.7663 | 0.3437 | 1.906620 | 1.628316 |
| 2459541 | digital_ok | 100.00% | 1.34% | 1.79% | 0.00% | 100.00% | 0.00% | -0.976629 | -0.269540 | -0.803707 | 3.208623 | -0.649439 | 10.462542 | -0.986454 | 5.804439 | 0.7610 | 0.7532 | 0.3193 | 5.290654 | 4.814055 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 1.79% | -0.130829 | -0.083511 | -0.402506 | 0.892396 | 0.534914 | -1.181739 | 0.079458 | 0.393329 | 0.7671 | 0.7641 | 0.3287 | 1.693971 | 1.588689 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.93% | 0.00% | -0.008963 | 0.311023 | -0.803733 | 1.795869 | 0.038531 | 1.465206 | 0.125589 | 0.203881 | 0.7434 | 0.7449 | 0.4096 | 2.097863 | 1.798196 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | 0.070729 | 0.060167 | -0.193430 | 0.676355 | -0.543069 | -0.043654 | 0.462188 | 0.175174 | 0.7993 | 0.7863 | 0.3455 | 2.014797 | 1.704077 |
| 2459534 | digital_ok | 100.00% | 98.66% | 98.66% | 0.00% | 100.00% | 0.00% | 2.904266 | 3.574159 | -0.694714 | 0.219145 | 2.394829 | 4.322593 | 9.138831 | 9.103055 | 0.0600 | 0.0613 | 0.0100 | 1.282891 | 1.289130 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 2.17% | 0.054635 | 0.033927 | -0.789205 | 0.947500 | -0.508865 | 1.083910 | 1.083539 | 0.753025 | 0.7366 | 0.7379 | 0.3882 | 1.826203 | 1.707326 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 2.78% | 0.180261 | 0.349211 | -0.767883 | 1.784732 | -0.371989 | 0.604073 | 0.083967 | -0.088353 | 0.7379 | 0.7420 | 0.3909 | 1.879711 | 1.727565 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.73% | 0.00% | 0.068970 | 0.375074 | -0.269597 | 0.562229 | -0.007288 | 1.076291 | 0.809798 | 0.251732 | 0.7565 | 0.7537 | 0.3797 | 1.937874 | 1.775927 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.766426 | -0.221564 | -0.945688 | 1.270927 | 0.217577 | 1.048848 | 0.026095 | 0.298094 | 0.9147 | 0.9400 | 0.2721 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 12.24% | 0.00% | 0.041474 | -0.009068 | -1.095720 | 1.535257 | -0.300074 | 0.230261 | 0.839134 | 0.508288 | nan | nan | nan | 2.422708 | 2.054309 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.159540 | 0.387271 | -0.803753 | 1.607530 | 1.005817 | 0.414365 | 1.461588 | 0.411787 | 0.7219 | 0.7067 | 0.3080 | 1.936570 | 2.263316 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.150591 | -0.149213 | -0.721790 | -0.411239 | 1.567028 | 3.448797 | 8.508134 | -0.449492 | 0.0334 | 0.0454 | 0.0066 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -0.964485 | 0.327914 | 0.557480 | 1.202615 | -0.095141 | 1.057409 | 0.336773 | 1.002544 | 0.9256 | 0.9519 | 0.1506 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.255942 | -0.894411 | -0.241390 | 1.212858 | 0.721387 | 1.882160 | -0.040644 | 2.002374 | 0.0765 | 0.0731 | 0.0034 | 1.201607 | 1.205039 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | -0.112493 | -0.223906 | 0.140309 | 0.848248 | -0.316704 | 0.731364 | -0.282814 | 1.035728 | 0.8811 | 0.8758 | 0.4169 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.296394 | 0.220596 | -0.016113 | 0.697756 | 0.426686 | -0.685191 | -0.358379 | 0.462485 | 0.1179 | 0.1129 | 0.0118 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.042221 | 0.568032 | 0.503387 | 1.094961 | -0.038525 | 0.984944 | -0.076276 | 1.618100 | 0.1233 | 0.1153 | 0.0109 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.407011 | 0.970015 | 0.886875 | 1.302073 | 0.145859 | 0.718737 | 0.234360 | 1.950596 | 0.1195 | 0.1509 | 0.0075 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.330816 | 0.814716 | 0.041298 | 0.747984 | -0.398301 | 0.911832 | -0.399687 | -0.011057 | 0.1172 | 0.1189 | 0.0127 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.316901 | 1.030690 | -0.234389 | 0.540316 | -1.140148 | -0.031321 | -0.548275 | -0.010020 | 0.1436 | 0.1583 | 0.0158 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.353065 | 0.406819 | 0.326268 | 0.799915 | -0.840909 | -0.128573 | -0.504877 | 0.115893 | 0.9262 | 0.9313 | 0.3368 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.235113 | 0.228621 | 0.297397 | 0.556864 | -0.503843 | -0.217733 | -0.690432 | -0.116241 | 0.9233 | 0.9273 | 0.3713 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | 0.284178 | 1.251598 | 0.704808 | 1.221526 | -0.242873 | 1.343271 | 0.287778 | 3.570709 | 0.9065 | 0.9156 | 0.3867 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | -0.528101 | -0.914685 | -1.245430 | -0.019384 | 0.029028 | 0.171475 | 0.216280 | 2.442074 | 0.7596 | 0.8113 | 0.3099 | 0.221195 | 0.159602 |
| 2459491 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | -0.580175 | -1.027841 | -1.352811 | 0.129160 | 0.001691 | -0.099970 | -0.735327 | -0.127692 | 0.7990 | 0.8256 | 0.2460 | 0.868632 | 0.724533 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | -0.177302 | -0.145758 | -1.812609 | -0.659476 | -0.250135 | 0.943638 | -0.168309 | 2.930842 | 0.7513 | 0.8078 | 0.3567 | 1.925814 | 1.734574 |
| 2459489 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.355511 | -0.459723 | -1.343949 | 1.670042 | 0.835879 | 53.710731 | 0.159467 | 9.245987 | 0.7707 | 0.8152 | 0.3073 | 6.010030 | 4.917365 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 0.00% | -0.426020 | -0.668110 | -0.720496 | 0.184745 | 1.882364 | 0.579543 | 0.087814 | 2.476434 | 0.7721 | 0.8193 | 0.3368 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 15.944006 | -0.684791 | -0.089479 | 0.737024 | 15.944006 | -0.290344 | 1.708467 | 0.778250 | 5.121301 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 32.000584 | -0.720850 | -1.209538 | 0.199855 | -0.070511 | -0.458804 | 32.000584 | 0.065036 | 3.580464 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Variability | 3.184698 | -0.036907 | -1.032316 | -0.316325 | -0.731830 | 3.184698 | 1.055148 | 0.901318 | -0.093233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 2.999086 | -1.065040 | -0.449579 | -1.002669 | -0.945073 | 1.528944 | -0.867090 | 1.950361 | 2.999086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 1.611229 | -1.133430 | -0.171184 | -1.198171 | -0.823045 | 0.386306 | -1.040319 | 0.685238 | 1.611229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 2.112897 | -0.782843 | 0.036632 | -0.816707 | -0.923717 | -0.572825 | -1.186400 | 0.741492 | 2.112897 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 2.022842 | 1.533109 | 0.003315 | -0.150676 | 0.097402 | 1.285634 | 0.305666 | 2.022842 | 0.075047 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 5.893161 | -0.582914 | -1.500941 | -0.323429 | -1.051513 | 1.197089 | 5.893161 | -0.160776 | 0.291000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 2.483362 | -0.990592 | -0.523245 | -1.092866 | -0.786914 | 0.973737 | 1.466642 | 2.483362 | 2.185578 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 3.727211 | -1.200600 | -0.499816 | -0.887852 | -1.044450 | 0.592770 | -0.906366 | 0.240806 | 3.727211 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 1.758340 | 0.271906 | -1.088612 | -0.849973 | -0.975697 | -0.806593 | 0.887794 | 1.758340 | -0.579311 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 34.430547 | -0.583920 | -0.297705 | 3.027181 | -0.893622 | 34.430547 | 3.244069 | 26.655497 | 6.020141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 97.599138 | -0.463244 | -0.524822 | 4.619923 | -0.447938 | 41.108839 | 1.398935 | 97.599138 | -0.080596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Power | -0.353611 | -1.008688 | -0.471041 | -0.909895 | -0.353611 | -0.455587 | -0.606394 | -1.149161 | -0.672581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 9.416521 | 1.225913 | -0.768982 | -0.126639 | -1.128845 | 2.525902 | 9.416521 | -0.088601 | -0.511398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 0.575270 | -0.560536 | -0.942969 | -0.792797 | -0.485949 | 0.548915 | 0.575270 | -0.333147 | -1.013071 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 2.122273 | -0.591882 | 0.356246 | -0.576507 | -0.467584 | 1.726890 | 0.084181 | 0.004323 | 2.122273 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 2.108102 | -1.008391 | 0.089727 | -1.083887 | -0.816578 | 1.359945 | 1.364867 | 0.431101 | 2.108102 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Variability | 3.464798 | 0.625900 | -1.029945 | -0.539307 | -1.146512 | 3.464798 | 0.708962 | 1.079706 | 0.958802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 12.379437 | -1.076209 | -0.302942 | -1.213096 | -0.188326 | 12.379437 | -0.460986 | -0.344826 | -0.476270 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 0.562205 | 0.308494 | -1.131414 | -1.126173 | -0.946905 | -0.524457 | 0.562205 | -0.077224 | -0.833687 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 0.855053 | -1.213333 | 0.329603 | -0.779095 | -0.740183 | 0.276831 | -0.492902 | -0.187797 | 0.855053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 2.886377 | 0.479537 | 0.151344 | 0.164440 | 1.515630 | 1.041666 | 1.990630 | 1.568893 | 2.886377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 6.712244 | 1.384835 | 3.462876 | 0.970985 | 3.434136 | 1.294772 | 3.645420 | 6.712244 | 2.415692 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 2.923575 | 0.036194 | -1.376373 | -0.345772 | 2.923575 | -1.217555 | 0.596936 | 0.106017 | 0.233060 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 2.120390 | -0.203111 | -0.650830 | -0.678393 | 1.572572 | -0.686151 | 2.035976 | 1.047882 | 2.120390 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 2.162982 | -0.555845 | 0.034658 | 1.483821 | -0.714386 | 2.162982 | -0.812892 | 2.041006 | 1.385442 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.539115 | -0.207830 | -0.962885 | -0.538771 | 1.062547 | -0.003229 | 1.539115 | 0.773224 | 0.403180 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 2.245684 | -0.681002 | -0.350885 | 1.275768 | -0.882453 | 2.245684 | -1.063677 | 0.199200 | 0.200408 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 2.097248 | -0.251542 | -0.544102 | -0.703925 | 2.097248 | -0.929890 | 1.913716 | 1.484170 | 1.045382 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 1.123869 | -0.319562 | -0.211725 | -0.813949 | -0.644206 | -0.556163 | 1.057190 | 1.123869 | -0.748623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.976726 | -0.604531 | -0.222410 | 1.156718 | -0.585404 | 1.976726 | 1.742405 | -0.007700 | -0.061619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 4.465472 | -0.088808 | -0.646354 | 1.617646 | -0.737757 | 4.465472 | 0.780195 | 1.871414 | -0.154622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 12.325258 | -0.702722 | -0.133341 | -0.878026 | 1.311587 | -0.276215 | 12.325258 | -0.840321 | 0.028307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 2.070170 | -0.390444 | -0.683347 | 2.070170 | -0.657183 | 1.326237 | -0.275989 | 0.450635 | 0.609885 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 12.936349 | -0.214396 | -1.026162 | 1.504179 | -0.777135 | 12.936349 | 1.587685 | 2.784971 | 0.250454 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 5.054825 | -0.189545 | 0.011843 | -0.699334 | -0.724238 | 5.054825 | 0.358266 | -0.402434 | -0.151233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.859588 | 0.100162 | 1.093859 | 0.231090 | 1.097775 | 0.601351 | 1.859588 | 0.269204 | 0.906997 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 3.526570 | -0.648918 | -1.176073 | 1.341143 | -0.856495 | 3.526570 | -0.876843 | 1.618877 | -0.832838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.547341 | -0.306457 | -0.847649 | 1.547341 | -0.764182 | 1.473792 | -0.619553 | -0.412308 | -0.181532 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Shape | 0.042832 | 0.042832 | 0.042832 | 0.026138 | 0.026138 | -0.845420 | -0.845420 | -0.928844 | -0.928844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 2.399636 | -0.125884 | -0.513730 | -0.561825 | -0.126649 | -0.025850 | 2.399636 | 0.206404 | 0.508350 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 1.757402 | -0.492344 | -1.199854 | -0.788065 | -0.468307 | -0.947086 | 1.037697 | 1.231832 | 1.757402 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.255923 | -0.154713 | 0.071009 | -0.156539 | 0.952365 | 0.394696 | 1.255923 | 0.602020 | 0.610098 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 1.357386 | -0.184386 | 0.154991 | -0.223921 | 0.942068 | 0.607517 | 1.286321 | 0.967646 | 1.357386 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.468986 | 0.002274 | -0.142860 | -0.030035 | 0.884161 | 0.643824 | 1.468986 | 0.683900 | 0.646634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.345664 | -0.268041 | 0.033289 | -0.193413 | 0.778849 | 0.342626 | 1.345664 | 0.561911 | 0.466583 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.914059 | -0.476589 | -0.762412 | 1.914059 | -0.818205 | 1.709715 | -0.092280 | -0.000365 | -0.347165 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 84.493746 | 0.222773 | -0.287015 | 3.342572 | -0.784779 | 23.056599 | 1.806216 | 84.493746 | 4.246561 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.313873 | -0.412205 | -1.212229 | 1.313873 | -0.557212 | 0.572189 | -1.121353 | -0.572418 | -0.749139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.794978 | -0.043048 | -0.154606 | 0.931909 | -0.275383 | 1.794978 | 0.536505 | 0.387537 | 0.174333 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 2.106374 | -0.456036 | -0.637990 | -0.909932 | 1.533788 | -0.528284 | 2.106374 | 0.198305 | 1.163739 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.490589 | -1.031664 | -0.470298 | 0.359484 | 0.124119 | 1.490589 | -0.739307 | -0.336007 | 0.587571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 10.462542 | -0.269540 | -0.976629 | 3.208623 | -0.803707 | 10.462542 | -0.649439 | 5.804439 | -0.986454 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 0.892396 | -0.083511 | -0.130829 | 0.892396 | -0.402506 | -1.181739 | 0.534914 | 0.393329 | 0.079458 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.795869 | 0.311023 | -0.008963 | 1.795869 | -0.803733 | 1.465206 | 0.038531 | 0.203881 | 0.125589 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 0.676355 | 0.070729 | 0.060167 | -0.193430 | 0.676355 | -0.543069 | -0.043654 | 0.462188 | 0.175174 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 9.138831 | 3.574159 | 2.904266 | 0.219145 | -0.694714 | 4.322593 | 2.394829 | 9.103055 | 9.138831 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.083910 | 0.054635 | 0.033927 | -0.789205 | 0.947500 | -0.508865 | 1.083910 | 1.083539 | 0.753025 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.784732 | 0.180261 | 0.349211 | -0.767883 | 1.784732 | -0.371989 | 0.604073 | 0.083967 | -0.088353 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 1.076291 | 0.375074 | 0.068970 | 0.562229 | -0.269597 | 1.076291 | -0.007288 | 0.251732 | 0.809798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.270927 | -0.766426 | -0.221564 | -0.945688 | 1.270927 | 0.217577 | 1.048848 | 0.026095 | 0.298094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.535257 | 0.041474 | -0.009068 | -1.095720 | 1.535257 | -0.300074 | 0.230261 | 0.839134 | 0.508288 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.607530 | 0.387271 | 0.159540 | 1.607530 | -0.803753 | 0.414365 | 1.005817 | 0.411787 | 1.461588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | ee Temporal Discontinuties | 8.508134 | -0.149213 | -0.150591 | -0.411239 | -0.721790 | 3.448797 | 1.567028 | -0.449492 | 8.508134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 1.202615 | 0.327914 | -0.964485 | 1.202615 | 0.557480 | 1.057409 | -0.095141 | 1.002544 | 0.336773 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 2.907488 | -0.734714 | 0.635015 | 0.962457 | 2.018828 | 1.059699 | 2.456822 | 1.413874 | 2.907488 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 2.002374 | -0.894411 | 0.255942 | 1.212858 | -0.241390 | 1.882160 | 0.721387 | 2.002374 | -0.040644 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 1.035728 | -0.112493 | -0.223906 | 0.140309 | 0.848248 | -0.316704 | 0.731364 | -0.282814 | 1.035728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 0.697756 | -0.296394 | 0.220596 | -0.016113 | 0.697756 | 0.426686 | -0.685191 | -0.358379 | 0.462485 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 1.618100 | 0.042221 | 0.568032 | 0.503387 | 1.094961 | -0.038525 | 0.984944 | -0.076276 | 1.618100 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 1.950596 | 0.970015 | 0.407011 | 1.302073 | 0.886875 | 0.718737 | 0.145859 | 1.950596 | 0.234360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 0.911832 | -0.330816 | 0.814716 | 0.041298 | 0.747984 | -0.398301 | 0.911832 | -0.399687 | -0.011057 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Shape | 1.030690 | 1.030690 | -0.316901 | 0.540316 | -0.234389 | -0.031321 | -1.140148 | -0.010020 | -0.548275 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 0.799915 | -0.353065 | 0.406819 | 0.326268 | 0.799915 | -0.840909 | -0.128573 | -0.504877 | 0.115893 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 0.556864 | -0.235113 | 0.228621 | 0.297397 | 0.556864 | -0.503843 | -0.217733 | -0.690432 | -0.116241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 3.570709 | 1.251598 | 0.284178 | 1.221526 | 0.704808 | 1.343271 | -0.242873 | 3.570709 | 0.287778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 2.442074 | -0.914685 | -0.528101 | -0.019384 | -1.245430 | 0.171475 | 0.029028 | 2.442074 | 0.216280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Power | 0.129160 | -0.580175 | -1.027841 | -1.352811 | 0.129160 | 0.001691 | -0.099970 | -0.735327 | -0.127692 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 2.930842 | -0.145758 | -0.177302 | -0.659476 | -1.812609 | 0.943638 | -0.250135 | 2.930842 | -0.168309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Variability | 53.710731 | -0.355511 | -0.459723 | -1.343949 | 1.670042 | 0.835879 | 53.710731 | 0.159467 | 9.245987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 14 | digital_ok | nn Temporal Discontinuties | 2.476434 | -0.426020 | -0.668110 | -0.720496 | 0.184745 | 1.882364 | 0.579543 | 0.087814 | 2.476434 |